Featal Health Classification Profiling Report

Dataset statistics

Number of variables	22
Number of observations	2113
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	444.2 KiB
Average record size in memory	215.3 B

Variable types

Numeric	19
Categorical	3

Alerts

`baseline value` is highly overall correlated with `histogram_mode` and 2 other fields	High correlation
`light_decelerations` is highly overall correlated with `mean_value_of_short_term_variability` and 3 other fields	High correlation
`abnormal_short_term_variability` is highly overall correlated with `mean_value_of_short_term_variability`	High correlation
`mean_value_of_short_term_variability` is highly overall correlated with `light_decelerations` and 6 other fields	High correlation
`percentage_of_time_with_abnormal_long_term_variability` is highly overall correlated with `mean_value_of_short_term_variability` and 2 other fields	High correlation
`histogram_width` is highly overall correlated with `light_decelerations` and 6 other fields	High correlation
`histogram_min` is highly overall correlated with `light_decelerations` and 4 other fields	High correlation
`histogram_max` is highly overall correlated with `histogram_width` and 2 other fields	High correlation
`histogram_number_of_peaks` is highly overall correlated with `mean_value_of_short_term_variability` and 4 other fields	High correlation
`histogram_mode` is highly overall correlated with `baseline value` and 3 other fields	High correlation
`histogram_mean` is highly overall correlated with `baseline value` and 2 other fields	High correlation
`histogram_median` is highly overall correlated with `baseline value` and 2 other fields	High correlation
`histogram_variance` is highly overall correlated with `light_decelerations` and 6 other fields	High correlation
`severe_decelerations` is highly overall correlated with `histogram_mode`	High correlation
`severe_decelerations` is highly imbalanced (96.8%)	Imbalance
`accelerations` has 886 (41.9%) zeros	Zeros
`fetal_movement` has 1302 (61.6%) zeros	Zeros
`uterine_contractions` has 323 (15.3%) zeros	Zeros
`light_decelerations` has 1218 (57.6%) zeros	Zeros
`prolongued_decelerations` has 1935 (91.6%) zeros	Zeros
`percentage_of_time_with_abnormal_long_term_variability` has 1235 (58.4%) zeros	Zeros
`mean_value_of_long_term_variability` has 137 (6.5%) zeros	Zeros
`histogram_number_of_peaks` has 107 (5.1%) zeros	Zeros
`histogram_number_of_zeroes` has 1611 (76.2%) zeros	Zeros
`histogram_variance` has 186 (8.8%) zeros	Zeros

Reproduction

Analysis started	2023-05-05 07:23:10.338547
Analysis finished	2023-05-05 07:24:49.846098
Duration	1 minute and 39.51 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

baseline value
Real number (ℝ)

Distinct	48
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	133.30478

Minimum	106
Maximum	160
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	106
5-th percentile	119
Q1	126
median	133
Q3	140
95-th percentile	149
Maximum	160
Range	54
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	9.8374507
Coefficient of variation (CV)	0.073796684
Kurtosis	-0.28209358
Mean	133.30478
Median Absolute Deviation (MAD)	7
Skewness	0.019759608
Sum	281673
Variance	96.775436
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
133	136	6.4%
130	111	5.3%
122	106	5.0%
138	102	4.8%
125	91	4.3%
128	85	4.0%
120	78	3.7%
142	77	3.6%
132	76	3.6%
144	76	3.6%
Other values (38)	1175	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
106	7	0.3%
110	21	1.0%
112	16	0.8%
114	11	0.5%
115	28	1.3%
116	5	0.2%
117	2	0.1%
118	9	0.4%
119	17	0.8%
120	78	3.7%

Value	Count	Frequency (%)
160	1	< 0.1%
159	12	0.6%
158	10	0.5%
157	4	0.2%
156	4	0.2%
154	8	0.4%
152	17	0.8%
151	14	0.7%
150	26	1.2%
149	18	0.9%

accelerations
Real number (ℝ)

Distinct	20
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0031883578

Minimum	0
Maximum	0.019
Zeros	886
Zeros (%)	41.9%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.002
Q3	0.006
95-th percentile	0.011
Maximum	0.019
Range	0.019
Interquartile range (IQR)	0.006

Descriptive statistics

Standard deviation	0.0038713346
Coefficient of variation (CV)	1.2142096
Kurtosis	0.75365303
Mean	0.0031883578
Median Absolute Deviation (MAD)	0.002
Skewness	1.2002074
Sum	6.737
Variance	1.4987232 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	886	41.9%
0.003	159	7.5%
0.002	159	7.5%
0.001	143	6.8%
0.004	117	5.5%
0.006	112	5.3%
0.005	109	5.2%
0.008	103	4.9%
0.007	90	4.3%
0.009	60	2.8%
Other values (10)	175	8.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	886	41.9%
0.001	143	6.8%
0.002	159	7.5%
0.003	159	7.5%
0.004	117	5.5%
0.005	109	5.2%
0.006	112	5.3%
0.007	90	4.3%
0.008	103	4.9%
0.009	60	2.8%

Value	Count	Frequency (%)
0.019	1	< 0.1%
0.018	2	0.1%
0.017	4	0.2%
0.016	7	0.3%
0.015	9	0.4%
0.014	20	0.9%
0.013	22	1.0%
0.012	24	1.1%
0.011	36	1.7%
0.01	50	2.4%

fetal_movement
Real number (ℝ)

Distinct	102
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.009517274

Minimum	0
Maximum	0.481
Zeros	1302
Zeros (%)	61.6%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.003
95-th percentile	0.0284
Maximum	0.481
Range	0.481
Interquartile range (IQR)	0.003

Descriptive statistics

Standard deviation	0.046803757
Coefficient of variation (CV)	4.9177692
Kurtosis	63.857423
Mean	0.009517274
Median Absolute Deviation (MAD)	0
Skewness	7.7880142
Sum	20.11
Variance	0.0021905917
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1302	61.6%
0.001	164	7.8%
0.002	112	5.3%
0.003	87	4.1%
0.004	48	2.3%
0.005	36	1.7%
0.006	31	1.5%
0.007	28	1.3%
0.008	25	1.2%
0.01	25	1.2%
Other values (92)	255	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1302	61.6%
0.001	164	7.8%
0.002	112	5.3%
0.003	87	4.1%
0.004	48	2.3%
0.005	36	1.7%
0.006	31	1.5%
0.007	28	1.3%
0.008	25	1.2%
0.009	25	1.2%

Value	Count	Frequency (%)
0.481	1	< 0.1%
0.477	1	< 0.1%
0.47	1	< 0.1%
0.469	1	< 0.1%
0.455	1	< 0.1%
0.451	1	< 0.1%
0.446	1	< 0.1%
0.443	1	< 0.1%
0.441	1	< 0.1%
0.43	1	< 0.1%

uterine_contractions
Real number (ℝ)

Distinct	16
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0043871273

Minimum	0
Maximum	0.015
Zeros	323
Zeros (%)	15.3%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.002
median	0.005
Q3	0.007
95-th percentile	0.009
Maximum	0.015
Range	0.015
Interquartile range (IQR)	0.005

Descriptive statistics

Standard deviation	0.0029406479
Coefficient of variation (CV)	0.67029007
Kurtosis	-0.62849434
Mean	0.0043871273
Median Absolute Deviation (MAD)	0.002
Skewness	0.15429463
Sum	9.27
Variance	8.64741 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	323	15.3%
0.005	290	13.7%
0.004	242	11.5%
0.006	231	10.9%
0.007	216	10.2%
0.003	211	10.0%
0.008	160	7.6%
0.002	159	7.5%
0.001	118	5.6%
0.009	82	3.9%
Other values (6)	81	3.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	323	15.3%
0.001	118	5.6%
0.002	159	7.5%
0.003	211	10.0%
0.004	242	11.5%
0.005	290	13.7%
0.006	231	10.9%
0.007	216	10.2%
0.008	160	7.6%
0.009	82	3.9%

Value	Count	Frequency (%)
0.015	1	< 0.1%
0.014	2	0.1%
0.013	2	0.1%
0.012	11	0.5%
0.011	16	0.8%
0.01	49	2.3%
0.009	82	3.9%
0.008	160	7.6%
0.007	216	10.2%
0.006	231	10.9%

light_decelerations
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	16
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0019010885

Minimum	0
Maximum	0.015
Zeros	1218
Zeros (%)	57.6%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.003
95-th percentile	0.008
Maximum	0.015
Range	0.015
Interquartile range (IQR)	0.003

Descriptive statistics

Standard deviation	0.0029655796
Coefficient of variation (CV)	1.5599377
Kurtosis	2.483415
Mean	0.0019010885
Median Absolute Deviation (MAD)	0
Skewness	1.7094695
Sum	4.017
Variance	8.7946626 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0	1218	57.6%
0.001	163	7.7%
0.003	118	5.6%
0.002	115	5.4%
0.004	114	5.4%
0.005	107	5.1%
0.006	74	3.5%
0.008	55	2.6%
0.007	54	2.6%
0.009	37	1.8%
Other values (6)	58	2.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1218	57.6%
0.001	163	7.7%
0.002	115	5.4%
0.003	118	5.6%
0.004	114	5.4%
0.005	107	5.1%
0.006	74	3.5%
0.007	54	2.6%
0.008	55	2.6%
0.009	37	1.8%

Value	Count	Frequency (%)
0.015	3	0.1%
0.014	7	0.3%
0.013	8	0.4%
0.012	12	0.6%
0.011	13	0.6%
0.01	15	0.7%
0.009	37	1.8%
0.008	55	2.6%
0.007	54	2.6%
0.006	74	3.5%

severe_decelerations
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	140.3 KiB

0.0	2106
0.001	7

Length

Max length	5
Median length	3
Mean length	3.0066257
Min length	3

Characters and Unicode

Total characters	6353
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2106	99.7%
0.001	7	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2106	99.7%
0.001	7	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	4233	66.6%
.	2113	33.3%
1	7	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4240	66.7%
Other Punctuation	2113	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4233	99.8%
1	7	0.2%

Other Punctuation

Value	Count	Frequency (%)
.	2113	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6353	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4233	66.6%
.	2113	33.3%
1	7	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6353	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4233	66.6%
.	2113	33.3%
1	7	0.1%

prolongued_decelerations
Real number (ℝ)

Distinct	6
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00015948888

Minimum	0
Maximum	0.005
Zeros	1935
Zeros (%)	91.6%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.002
Maximum	0.005
Range	0.005
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.00059162889
Coefficient of variation (CV)	3.7095307
Kurtosis	20.364688
Mean	0.00015948888
Median Absolute Deviation (MAD)	0
Skewness	4.3087872
Sum	0.337
Variance	3.5002474 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	1935	91.6%
0.002	72	3.4%
0.001	70	3.3%
0.003	24	1.1%
0.004	9	0.4%
0.005	3	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1935	91.6%
0.001	70	3.3%
0.002	72	3.4%
0.003	24	1.1%
0.004	9	0.4%
0.005	3	0.1%

Value	Count	Frequency (%)
0.005	3	0.1%
0.004	9	0.4%
0.003	24	1.1%
0.002	72	3.4%
0.001	70	3.3%
0	1935	91.6%

abnormal_short_term_variability
Real number (ℝ)

Distinct	75
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.993848

Minimum	12
Maximum	87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	12
5-th percentile	21
Q1	32
median	49
Q3	61
95-th percentile	75
Maximum	87
Range	75
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	17.177782
Coefficient of variation (CV)	0.36553257
Kurtosis	-1.0514581
Mean	46.993848
Median Absolute Deviation (MAD)	14
Skewness	-0.011863073
Sum	99298
Variance	295.07619
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	62	2.9%
58	61	2.9%
65	59	2.8%
63	58	2.7%
64	58	2.7%
61	57	2.7%
51	54	2.6%
62	50	2.4%
22	48	2.3%
25	46	2.2%
Other values (65)	1560	73.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	2	0.1%
13	7	0.3%
14	4	0.2%
15	4	0.2%
16	12	0.6%
17	13	0.6%
18	10	0.5%
19	16	0.8%
20	27	1.3%
21	33	1.6%

Value	Count	Frequency (%)
87	1	< 0.1%
86	4	0.2%
84	6	0.3%
83	4	0.2%
82	2	0.1%
81	7	0.3%
80	7	0.3%
79	15	0.7%
78	19	0.9%
77	15	0.7%

mean_value_of_short_term_variability
Real number (ℝ)

Distinct	57
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3350213

Minimum	0.2
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.3
Q1	0.7
median	1.2
Q3	1.7
95-th percentile	3
Maximum	7
Range	6.8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.88436772
Coefficient of variation (CV)	0.66243716
Kurtosis	4.6887351
Mean	1.3350213
Median Absolute Deviation (MAD)	0.5
Skewness	1.6561444
Sum	2820.9
Variance	0.78210626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	122	5.8%
1.3	121	5.7%
0.5	120	5.7%
0.4	118	5.6%
0.7	117	5.5%
0.6	113	5.3%
0.9	112	5.3%
1.2	106	5.0%
1.5	100	4.7%
1	99	4.7%
Other values (47)	985	46.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	46	2.2%
0.3	84	4.0%
0.4	118	5.6%
0.5	120	5.7%
0.6	113	5.3%
0.7	117	5.5%
0.8	122	5.8%
0.9	112	5.3%
1	99	4.7%
1.1	97	4.6%

Value	Count	Frequency (%)
7	1	< 0.1%
6.9	1	< 0.1%
6.3	2	0.1%
6	1	< 0.1%
5.9	1	< 0.1%
5.7	1	< 0.1%
5.4	2	0.1%
5.3	1	< 0.1%
5.2	1	< 0.1%
5	2	0.1%

percentage_of_time_with_abnormal_long_term_variability
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	87
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.7950781

Minimum	0
Maximum	91
Zeros	1235
Zeros (%)	58.4%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	11
95-th percentile	56
Maximum	91
Range	91
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	18.337073
Coefficient of variation (CV)	1.8720701
Kurtosis	4.3211652
Mean	9.7950781
Median Absolute Deviation (MAD)	0
Skewness	2.2060382
Sum	20697
Variance	336.24823
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1235	58.4%
1	52	2.5%
2	44	2.1%
5	43	2.0%
4	39	1.8%
3	36	1.7%
8	33	1.6%
6	31	1.5%
12	29	1.4%
10	23	1.1%
Other values (77)	548	25.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1235	58.4%
1	52	2.5%
2	44	2.1%
3	36	1.7%
4	39	1.8%
5	43	2.0%
6	31	1.5%
7	22	1.0%
8	33	1.6%
9	22	1.0%

Value	Count	Frequency (%)
91	4	0.2%
90	2	0.1%
88	1	< 0.1%
86	1	< 0.1%
85	1	< 0.1%
84	6	0.3%
82	1	< 0.1%
81	2	0.1%
79	1	< 0.1%
78	3	0.1%

mean_value_of_long_term_variability
Real number (ℝ)

Distinct	249
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1666351

Minimum	0
Maximum	50.7
Zeros	137
Zeros (%)	6.5%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.6
median	7.4
Q3	10.8
95-th percentile	18.5
Maximum	50.7
Range	50.7
Interquartile range (IQR)	6.2

Descriptive statistics

Standard deviation	5.6329119
Coefficient of variation (CV)	0.68974697
Kurtosis	4.1655522
Mean	8.1666351
Median Absolute Deviation (MAD)	3.1
Skewness	1.3431333
Sum	17256.1
Variance	31.729696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	137	6.5%
7.1	29	1.4%
6.7	29	1.4%
6.5	25	1.2%
5.2	25	1.2%
9.5	24	1.1%
6.8	23	1.1%
5.6	23	1.1%
8.5	23	1.1%
7.2	23	1.1%
Other values (239)	1752	82.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	137	6.5%
0.1	4	0.2%
0.2	4	0.2%
0.3	9	0.4%
0.4	6	0.3%
0.5	11	0.5%
0.6	3	0.1%
0.7	4	0.2%
0.8	1	< 0.1%
0.9	5	0.2%

Value	Count	Frequency (%)
50.7	1	< 0.1%
41.8	1	< 0.1%
40.8	1	< 0.1%
36.9	1	< 0.1%
35.7	1	< 0.1%
34.7	1	< 0.1%
33.5	1	< 0.1%
29.6	1	< 0.1%
29.5	1	< 0.1%
29.3	1	< 0.1%

histogram_width
Real number (ℝ)

Distinct	154
Distinct (%)	7.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.535258

Minimum	3
Maximum	180
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	3
5-th percentile	16
Q1	37
median	68
Q3	100
95-th percentile	138
Maximum	180
Range	177
Interquartile range (IQR)	63

Descriptive statistics

Standard deviation	39.007706
Coefficient of variation (CV)	0.55302422
Kurtosis	-0.90724018
Mean	70.535258
Median Absolute Deviation (MAD)	32
Skewness	0.311019
Sum	149041
Variance	1521.6011
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	39	1.8%
102	35	1.7%
27	30	1.4%
31	29	1.4%
98	28	1.3%
22	27	1.3%
90	27	1.3%
83	27	1.3%
96	27	1.3%
42	26	1.2%
Other values (144)	1818	86.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	2	0.1%
5	2	0.1%
6	1	< 0.1%
7	3	0.1%
8	10	0.5%
9	6	0.3%
10	9	0.4%
11	10	0.5%
12	20	0.9%
13	13	0.6%

Value	Count	Frequency (%)
180	1	< 0.1%
176	6	0.3%
163	2	0.1%
162	1	< 0.1%
161	5	0.2%
158	2	0.1%
153	3	0.1%
150	10	0.5%
149	11	0.5%
148	8	0.4%

histogram_min
Real number (ℝ)

Distinct	109
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.5646

Minimum	50
Maximum	159
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	50
5-th percentile	51
Q1	67
median	93
Q3	120
95-th percentile	139
Maximum	159
Range	109
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	29.562269
Coefficient of variation (CV)	0.31595571
Kurtosis	-1.2897063
Mean	93.5646
Median Absolute Deviation (MAD)	27
Skewness	0.11718523
Sum	197702
Variance	873.92776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	76	3.6%
52	50	2.4%
120	48	2.3%
71	47	2.2%
60	45	2.1%
68	43	2.0%
67	41	1.9%
103	37	1.8%
51	36	1.7%
62	35	1.7%
Other values (99)	1655	78.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50	76	3.6%
51	36	1.7%
52	50	2.4%
53	32	1.5%
54	27	1.3%
55	20	0.9%
56	19	0.9%
57	22	1.0%
58	21	1.0%
59	17	0.8%

Value	Count	Frequency (%)
159	1	< 0.1%
158	1	< 0.1%
156	1	< 0.1%
155	2	0.1%
154	3	0.1%
153	8	0.4%
152	4	0.2%
151	4	0.2%
150	3	0.1%
149	2	0.1%

histogram_max
Real number (ℝ)

Distinct	86
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.09986

Minimum	122
Maximum	238
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	122
5-th percentile	138
Q1	152
median	162
Q3	174
95-th percentile	198
Maximum	238
Range	116
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	17.945175
Coefficient of variation (CV)	0.10935522
Kurtosis	0.63543122
Mean	164.09986
Median Absolute Deviation (MAD)	11
Skewness	0.57553441
Sum	346743
Variance	322.02932
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
157	71	3.4%
171	65	3.1%
158	62	2.9%
156	58	2.7%
159	58	2.7%
152	53	2.5%
154	52	2.5%
178	52	2.5%
172	48	2.3%
153	48	2.3%
Other values (76)	1546	73.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
122	2	0.1%
123	2	0.1%
125	3	0.1%
126	5	0.2%
127	2	0.1%
128	4	0.2%
129	10	0.5%
130	8	0.4%
131	7	0.3%
132	4	0.2%

Value	Count	Frequency (%)
238	6	0.3%
230	3	0.1%
228	5	0.2%
213	1	< 0.1%
211	5	0.2%
210	4	0.2%
205	1	< 0.1%
204	3	0.1%
200	31	1.5%
199	20	0.9%

histogram_number_of_peaks
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0771415

Minimum	0
Maximum	18
Zeros	107
Zeros (%)	5.1%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	6
95-th percentile	10
Maximum	18
Range	18
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.9516644
Coefficient of variation (CV)	0.72395437
Kurtosis	0.49960227
Mean	4.0771415
Median Absolute Deviation (MAD)	2
Skewness	0.88985067
Sum	8615
Variance	8.7123229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	351	16.6%
2	329	15.6%
3	267	12.6%
4	257	12.2%
5	210	9.9%
6	158	7.5%
7	143	6.8%
0	107	5.1%
8	106	5.0%
9	67	3.2%
Other values (8)	118	5.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	107	5.1%
1	351	16.6%
2	329	15.6%
3	267	12.6%
4	257	12.2%
5	210	9.9%
6	158	7.5%
7	143	6.8%
8	106	5.0%
9	67	3.2%

Value	Count	Frequency (%)
18	1	< 0.1%
16	2	0.1%
15	1	< 0.1%
14	5	0.2%
13	10	0.5%
12	22	1.0%
11	28	1.3%
10	49	2.3%
9	67	3.2%
8	106	5.0%

histogram_number_of_zeroes
Real number (ℝ)

Distinct	9
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.32560341

Minimum	0
Maximum	10
Zeros	1611
Zeros (%)	76.2%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.70777101
Coefficient of variation (CV)	2.1737211
Kurtosis	30.203055
Mean	0.32560341
Median Absolute Deviation (MAD)	0
Skewness	3.9080347
Sum	688
Variance	0.5009398
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	1611	76.2%
1	366	17.3%
2	108	5.1%
3	21	1.0%
4	2	0.1%
5	2	0.1%
10	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1611	76.2%
1	366	17.3%
2	108	5.1%
3	21	1.0%
4	2	0.1%
5	2	0.1%
7	1	< 0.1%
8	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
5	2	0.1%
4	2	0.1%
3	21	1.0%
2	108	5.1%
1	366	17.3%
0	1611	76.2%

histogram_mode
Real number (ℝ)

Distinct	88
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	137.45433

Minimum	60
Maximum	187
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	60
5-th percentile	111
Q1	129
median	139
Q3	148
95-th percentile	160
Maximum	187
Range	127
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	16.402026
Coefficient of variation (CV)	0.11932709
Kurtosis	3.013333
Mean	137.45433
Median Absolute Deviation (MAD)	10
Skewness	-0.99747455
Sum	290441
Variance	269.02644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133	140	6.6%
136	89	4.2%
150	88	4.2%
142	86	4.1%
148	79	3.7%
144	78	3.7%
129	73	3.5%
143	70	3.3%
125	67	3.2%
126	66	3.1%
Other values (78)	1277	60.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
60	6	0.3%
67	5	0.2%
69	1	< 0.1%
71	1	< 0.1%
75	6	0.3%
76	1	< 0.1%
77	1	< 0.1%
86	11	0.5%
88	6	0.3%
89	3	0.1%

Value	Count	Frequency (%)
187	1	< 0.1%
186	6	0.3%
180	4	0.2%
179	1	< 0.1%
176	6	0.3%
170	4	0.2%
169	3	0.1%
167	8	0.4%
165	10	0.5%
164	1	< 0.1%

histogram_mean
Real number (ℝ)

Distinct	103
Distinct (%)	4.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	134.59962

Minimum	73
Maximum	182
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	73
5-th percentile	108
Q1	125
median	136
Q3	145
95-th percentile	157
Maximum	182
Range	109
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.610422
Coefficient of variation (CV)	0.11597671
Kurtosis	0.93483121
Mean	134.59962
Median Absolute Deviation (MAD)	10
Skewness	-0.65206774
Sum	284409
Variance	243.68527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
143	65	3.1%
144	63	3.0%
135	63	3.0%
141	61	2.9%
140	60	2.8%
132	59	2.8%
133	58	2.7%
136	57	2.7%
147	57	2.7%
145	57	2.7%
Other values (93)	1513	71.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73	1	< 0.1%
75	1	< 0.1%
76	1	< 0.1%
78	1	< 0.1%
79	1	< 0.1%
80	2	0.1%
81	1	< 0.1%
82	2	0.1%
83	4	0.2%
84	3	0.1%

Value	Count	Frequency (%)
182	1	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
175	1	< 0.1%
173	2	0.1%
172	1	< 0.1%
171	2	0.1%
170	1	< 0.1%
169	1	< 0.1%
168	1	< 0.1%

histogram_median
Real number (ℝ)

Distinct	95
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	138.08945

Minimum	77
Maximum	186
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	77
5-th percentile	113
Q1	129
median	139
Q3	148
95-th percentile	159
Maximum	186
Range	109
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.478957
Coefficient of variation (CV)	0.10485202
Kurtosis	0.67241173
Mean	138.08945
Median Absolute Deviation (MAD)	10
Skewness	-0.47994234
Sum	291783
Variance	209.6402
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
137	68	3.2%
146	68	3.2%
142	68	3.2%
145	67	3.2%
147	64	3.0%
141	63	3.0%
134	62	2.9%
151	62	2.9%
149	60	2.8%
140	56	2.7%
Other values (85)	1475	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
77	1	< 0.1%
78	1	< 0.1%
79	2	0.1%
82	1	< 0.1%
86	1	< 0.1%
87	1	< 0.1%
90	1	< 0.1%
91	1	< 0.1%
92	2	0.1%
93	1	< 0.1%

Value	Count	Frequency (%)
186	1	< 0.1%
183	1	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
177	1	< 0.1%
176	2	0.1%
174	2	0.1%
172	1	< 0.1%
171	1	< 0.1%
170	2	0.1%

histogram_variance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	133
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.907241

Minimum	0
Maximum	269
Zeros	186
Zeros (%)	8.8%
Negative	0
Negative (%)	0.0%
Memory size	33.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	7
Q3	24
95-th percentile	76
Maximum	269
Range	269
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	29.038766
Coefficient of variation (CV)	1.5358542
Kurtosis	15.045729
Mean	18.907241
Median Absolute Deviation (MAD)	6
Skewness	3.2102222
Sum	39951
Variance	843.24991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	246	11.6%
0	186	8.8%
2	163	7.7%
3	158	7.5%
4	106	5.0%
5	83	3.9%
8	74	3.5%
6	65	3.1%
7	53	2.5%
9	49	2.3%
Other values (123)	930	44.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	186	8.8%
1	246	11.6%
2	163	7.7%
3	158	7.5%
4	106	5.0%
5	83	3.9%
6	65	3.1%
7	53	2.5%
8	74	3.5%
9	49	2.3%

Value	Count	Frequency (%)
269	1	< 0.1%
254	1	< 0.1%
250	1	< 0.1%
243	1	< 0.1%
241	1	< 0.1%
215	1	< 0.1%
195	1	< 0.1%
190	1	< 0.1%
182	1	< 0.1%
177	1	< 0.1%

histogram_tendency
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	140.5 KiB

0.0	1110
1.0	838
-1.0	165

Length

Max length	4
Median length	3
Mean length	3.078088
Min length	3

Characters and Unicode

Total characters	6504
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	1110	52.5%
1.0	838	39.7%
-1.0	165	7.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1110	52.5%
1.0	1003	47.5%

Most occurring characters

Value	Count	Frequency (%)
0	3223	49.6%
.	2113	32.5%
1	1003	15.4%
-	165	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4226	65.0%
Other Punctuation	2113	32.5%
Dash Punctuation	165	2.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3223	76.3%
1	1003	23.7%

Other Punctuation

Value	Count	Frequency (%)
.	2113	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	165	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6504	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3223	49.6%
.	2113	32.5%
1	1003	15.4%
-	165	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6504	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3223	49.6%
.	2113	32.5%
1	1003	15.4%
-	165	2.5%

fetal_health
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	140.3 KiB

1.0	1646
2.0	292
3.0	175

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6339
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	1646	77.9%
2.0	292	13.8%
3.0	175	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	1646	77.9%
2.0	292	13.8%
3.0	175	8.3%

Most occurring characters

Value	Count	Frequency (%)
.	2113	33.3%
0	2113	33.3%
1	1646	26.0%
2	292	4.6%
3	175	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4226	66.7%
Other Punctuation	2113	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2113	50.0%
1	1646	38.9%
2	292	6.9%
3	175	4.1%

Other Punctuation

Value	Count	Frequency (%)
.	2113	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6339	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	2113	33.3%
0	2113	33.3%
1	1646	26.0%
2	292	4.6%
3	175	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6339	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	2113	33.3%
0	2113	33.3%
1	1646	26.0%
2	292	4.6%
3	175	2.8%

Auto

Heatmap
Table

	baseline value	accelerations	fetal_movement	uterine_contractions	light_decelerations	prolongued_decelerations	abnormal_short_term_variability	mean_value_of_short_term_variability	percentage_of_time_with_abnormal_long_term_variability	mean_value_of_long_term_variability	histogram_width	histogram_min	histogram_max	histogram_number_of_peaks	histogram_number_of_zeroes	histogram_mode	histogram_mean	histogram_median	histogram_variance	severe_decelerations	histogram_tendency	fetal_health
baseline value	1.000	-0.115	-0.024	-0.137	-0.175	-0.142	0.315	-0.365	0.340	-0.052	-0.154	0.356	0.324	-0.120	-0.066	0.817	0.787	0.840	-0.239	0.087	0.275	0.292
accelerations	-0.115	1.000	0.052	0.116	-0.014	-0.118	-0.346	0.327	-0.491	-0.102	0.352	-0.168	0.469	0.236	-0.000	0.186	0.210	0.209	0.389	0.000	0.099	0.313
fetal_movement	-0.024	0.052	1.000	-0.312	0.035	0.124	0.258	0.074	-0.078	-0.114	0.188	-0.179	0.119	0.191	-0.094	-0.036	-0.081	-0.042	0.115	0.000	0.098	0.166
uterine_contractions	-0.137	0.116	-0.312	1.000	0.300	0.124	-0.219	0.327	-0.281	-0.062	0.138	-0.106	0.106	0.115	0.057	-0.092	-0.174	-0.138	0.274	0.000	0.085	0.239
light_decelerations	-0.175	-0.014	0.035	0.300	1.000	0.326	-0.154	0.618	-0.386	-0.249	0.584	-0.605	0.231	0.482	0.275	-0.254	-0.472	-0.331	0.713	0.236	0.101	0.195
prolongued_decelerations	-0.142	-0.118	0.124	0.124	0.326	1.000	0.030	0.301	-0.219	-0.237	0.287	-0.311	0.105	0.241	0.080	-0.313	-0.406	-0.360	0.380	0.066	0.204	0.414
abnormal_short_term_variability	0.315	-0.346	0.258	-0.219	-0.154	0.030	1.000	-0.518	0.422	-0.336	-0.281	0.272	-0.128	-0.168	-0.175	0.123	0.134	0.161	-0.344	0.114	0.155	0.451
mean_value_of_short_term_variability	-0.365	0.327	0.074	0.327	0.618	0.301	-0.518	1.000	-0.683	-0.022	0.717	-0.699	0.374	0.555	0.296	-0.312	-0.459	-0.357	0.779	0.048	0.056	0.332
percentage_of_time_with_abnormal_long_term_variability	0.340	-0.491	-0.078	-0.281	-0.386	-0.219	0.422	-0.683	1.000	-0.042	-0.529	0.470	-0.321	-0.361	-0.165	0.222	0.291	0.245	-0.649	0.000	0.023	0.476
mean_value_of_long_term_variability	-0.052	-0.102	-0.114	-0.062	-0.249	-0.237	-0.336	-0.022	-0.042	1.000	0.048	-0.078	-0.042	-0.001	0.075	0.006	0.080	0.014	-0.093	0.000	0.100	0.220
histogram_width	-0.154	0.352	0.188	0.138	0.584	0.287	-0.281	0.717	-0.529	0.048	1.000	-0.905	0.652	0.775	0.331	-0.103	-0.234	-0.135	0.831	0.097	0.245	0.291
histogram_min	0.356	-0.168	-0.179	-0.106	-0.605	-0.311	0.272	-0.699	0.470	-0.078	-0.905	1.000	-0.297	-0.700	-0.328	0.345	0.471	0.386	-0.754	0.083	0.214	0.313
histogram_max	0.324	0.469	0.119	0.106	0.231	0.105	-0.128	0.374	-0.321	-0.042	0.652	-0.297	1.000	0.504	0.167	0.410	0.340	0.411	0.527	0.049	0.170	0.142
histogram_number_of_peaks	-0.120	0.236	0.191	0.115	0.482	0.241	-0.168	0.555	-0.361	-0.001	0.775	-0.700	0.504	1.000	0.292	-0.072	-0.192	-0.106	0.647	0.000	0.141	0.124
histogram_number_of_zeroes	-0.066	-0.000	-0.094	0.057	0.275	0.080	-0.175	0.296	-0.165	0.075	0.331	-0.328	0.167	0.292	1.000	-0.073	-0.117	-0.075	0.301	0.000	0.041	0.047
histogram_mode	0.817	0.186	-0.036	-0.092	-0.254	-0.313	0.123	-0.312	0.222	0.006	-0.103	0.345	0.410	-0.072	-0.073	1.000	0.908	0.961	-0.153	0.529	0.371	0.434
histogram_mean	0.787	0.210	-0.081	-0.174	-0.472	-0.406	0.134	-0.459	0.291	0.080	-0.234	0.471	0.340	-0.192	-0.117	0.908	1.000	0.957	-0.326	0.404	0.305	0.497
histogram_median	0.840	0.209	-0.042	-0.138	-0.331	-0.360	0.161	-0.357	0.245	0.014	-0.135	0.386	0.411	-0.106	-0.075	0.961	0.957	1.000	-0.217	0.468	0.355	0.435
histogram_variance	-0.239	0.389	0.115	0.274	0.713	0.380	-0.344	0.779	-0.649	-0.093	0.831	-0.754	0.527	0.647	0.301	-0.153	-0.326	-0.217	1.000	0.230	0.145	0.267
severe_decelerations	0.087	0.000	0.000	0.000	0.236	0.066	0.114	0.048	0.000	0.000	0.097	0.083	0.049	0.000	0.000	0.529	0.404	0.468	0.230	1.000	0.135	0.159
histogram_tendency	0.275	0.099	0.098	0.085	0.101	0.204	0.155	0.056	0.023	0.100	0.245	0.214	0.170	0.141	0.041	0.371	0.305	0.355	0.145	0.135	1.000	0.169
fetal_health	0.292	0.313	0.166	0.239	0.195	0.414	0.451	0.332	0.476	0.220	0.291	0.313	0.142	0.124	0.047	0.434	0.497	0.435	0.267	0.159	0.169	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	baseline value	accelerations	uterine_contractions	light_decelerations	prolongued_decelerations	abnormal_short_term_variability	mean_value_of_short_term_variability	percentage_of_time_with_abnormal_long_term_variability	mean_value_of_long_term_variability	histogram_width	histogram_min	histogram_max	histogram_number_of_peaks	histogram_number_of_zeroes	histogram_mode	histogram_mean	histogram_median	histogram_variance	histogram_tendency	fetal_health
0	120.0	0.000	0.000	0.000	0.000	73.0	0.5	43.0	2.4	64.0	62.0	126.0	2.0	0.0	120.0	137.0	121.0	73.0	1.0	2.0
1	132.0	0.006	0.006	0.003	0.000	17.0	2.1	0.0	10.4	130.0	68.0	198.0	6.0	1.0	141.0	136.0	140.0	12.0	0.0	1.0
2	133.0	0.003	0.008	0.003	0.000	16.0	2.1	0.0	13.4	130.0	68.0	198.0	5.0	1.0	141.0	135.0	138.0	13.0	0.0	1.0
3	134.0	0.003	0.008	0.003	0.000	16.0	2.4	0.0	23.0	117.0	53.0	170.0	11.0	0.0	137.0	134.0	137.0	13.0	1.0	1.0
4	132.0	0.007	0.008	0.000	0.000	16.0	2.4	0.0	19.9	117.0	53.0	170.0	9.0	0.0	137.0	136.0	138.0	11.0	1.0	1.0
5	134.0	0.001	0.010	0.009	0.002	26.0	5.9	0.0	0.0	150.0	50.0	200.0	5.0	3.0	76.0	107.0	107.0	170.0	0.0	3.0
6	134.0	0.001	0.013	0.008	0.003	29.0	6.3	0.0	0.0	150.0	50.0	200.0	6.0	3.0	71.0	107.0	106.0	215.0	0.0	3.0
7	122.0	0.000	0.000	0.000	0.000	83.0	0.5	6.0	15.6	68.0	62.0	130.0	0.0	0.0	122.0	122.0	123.0	3.0	1.0	3.0
8	122.0	0.000	0.002	0.000	0.000	84.0	0.5	5.0	13.6	68.0	62.0	130.0	0.0	0.0	122.0	122.0	123.0	3.0	1.0	3.0
9	122.0	0.000	0.003	0.000	0.000	86.0	0.3	6.0	10.6	68.0	62.0	130.0	1.0	0.0	122.0	122.0	123.0	1.0	1.0	3.0

	baseline value	accelerations	fetal_movement	uterine_contractions	light_decelerations	abnormal_short_term_variability	mean_value_of_short_term_variability	percentage_of_time_with_abnormal_long_term_variability	mean_value_of_long_term_variability	histogram_width	histogram_min	histogram_max	histogram_number_of_peaks	histogram_number_of_zeroes	histogram_mode	histogram_mean	histogram_median	histogram_variance	histogram_tendency	fetal_health
2116	140.0	0.004	0.000	0.004	0.000	80.0	0.2	36.0	2.2	18.0	140.0	158.0	1.0	0.0	147.0	148.0	149.0	1.0	0.0	1.0
2117	140.0	0.000	0.000	0.008	0.000	79.0	0.3	20.0	8.5	26.0	124.0	150.0	1.0	0.0	144.0	143.0	145.0	1.0	1.0	1.0
2118	140.0	0.000	0.000	0.006	0.001	79.0	0.5	26.0	7.0	21.0	129.0	150.0	1.0	0.0	145.0	142.0	145.0	2.0	1.0	1.0
2119	140.0	0.000	0.000	0.007	0.001	79.0	0.6	27.0	6.4	26.0	124.0	150.0	1.0	0.0	144.0	141.0	145.0	1.0	1.0	1.0
2120	140.0	0.000	0.000	0.005	0.001	77.0	0.7	17.0	6.0	31.0	124.0	155.0	2.0	0.0	145.0	143.0	145.0	2.0	0.0	1.0
2121	140.0	0.000	0.000	0.007	0.000	79.0	0.2	25.0	7.2	40.0	137.0	177.0	4.0	0.0	153.0	150.0	152.0	2.0	0.0	2.0
2122	140.0	0.001	0.000	0.007	0.000	78.0	0.4	22.0	7.1	66.0	103.0	169.0	6.0	0.0	152.0	148.0	151.0	3.0	1.0	2.0
2123	140.0	0.001	0.000	0.007	0.000	79.0	0.4	20.0	6.1	67.0	103.0	170.0	5.0	0.0	153.0	148.0	152.0	4.0	1.0	2.0
2124	140.0	0.001	0.000	0.006	0.000	78.0	0.4	27.0	7.0	66.0	103.0	169.0	6.0	0.0	152.0	147.0	151.0	4.0	1.0	2.0
2125	142.0	0.002	0.002	0.008	0.000	74.0	0.4	36.0	5.0	42.0	117.0	159.0	2.0	1.0	145.0	143.0	145.0	1.0	0.0	1.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample